Neuro-adaptive vibration suppression of flexible beam structures
This paper presents an on-line design and implementation of a neural network-based adaptive mechanism for active vibration control (AVC) of flexible beam structures. Back propagation (BP) training method is used with multilayer perceptron network for system identification and controller design, with...
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| Main Authors: | , |
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| Format: | Book Section |
| Language: | en |
| Published: |
ACTA PRESS
2004
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| Online Access: | http://eprints.utm.my/9805/1/SitiZaitonMohd2004_neuro-adaptive_vibration_suppression_of_flexible.pdf http://eprints.utm.my/9805/ http://www.actapress.com/Abstract.aspx?paperId=15986 |
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| Summary: | This paper presents an on-line design and implementation of a neural network-based adaptive mechanism for active vibration control (AVC) of flexible beam structures. Back propagation (BP) training method is used with multilayer perceptron network for system identification and controller design, with one step ahead (OSA) prediction and correlation tests being utilized for arriving at suitable network structure. Simulation results demonstrating the performance of the system with different types of excitation are presented and discussed. |
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